A review on machine learning–based approaches for Internet traffic classification
Traffic classification acquired the interest of the Internet community early on. Different
approaches have been proposed to classify Internet traffic to manage both security and …
approaches have been proposed to classify Internet traffic to manage both security and …
Deterministic finite automaton for scalable traffic identification: The power of compressing by range
R Antonello, S Fernandes, D Sadok… - 2012 IEEE Network …, 2012 - ieeexplore.ieee.org
Deep Packet Inspection (DPI) systems have been becoming an important element in traffic
measurement ever since port-based classification was deemed no longer appropriate, due …
measurement ever since port-based classification was deemed no longer appropriate, due …
Machine learning-based classification of encrypted internet traffic
T Seyed Tabatabaei, M Adel, F Karray… - Machine Learning and …, 2012 - Springer
Abstract Peer-to-peer (P2P) networking has introduced a major shift in the application and
traffic mix of the Internet and established itself as the main driver of increasing traffic volume …
traffic mix of the Internet and established itself as the main driver of increasing traffic volume …
Impact of asymmetric routing on statistical traffic classification
M Crotti, F Gringoli, L Salgarelli - GLOBECOM 2009-2009 IEEE …, 2009 - ieeexplore.ieee.org
Statistical traffic classification techniques are often developed under the assumption that
monitoring devices can observe the two half-flows composing each traffic session. However …
monitoring devices can observe the two half-flows composing each traffic session. However …
[PDF][PDF] Методы и средства углубленного анализа сетевого трафика
ЮВ Маркин - автореферат дис. кандидата технических наук/Ин-т …, 2017 - ispras.ru
Активное развитие информационных технологий сделало их неотъемлемой частью
быта, производства, сферы услуг. Информационные системы сегодня эксплуатируются …
быта, производства, сферы услуг. Информационные системы сегодня эксплуатируются …
Automatic provisioning of end-to-end QoS into the home
Due to a growing number of high bandwidth applications today (such as HDTV), and an
increasing amount of network and cloud based applications, service providers need to pay …
increasing amount of network and cloud based applications, service providers need to pay …
Optimizing statistical classifiers of network traffic
M Crotti, F Gringoli, L Salgarelli - Proceedings of the 6th International …, 2010 - dl.acm.org
Supervised statistical approaches for the classification of network traffic are quickly moving
from research laboratories to advanced prototypes, which in turn will become actual …
from research laboratories to advanced prototypes, which in turn will become actual …
Розробка інструментів для моніторингу та перевірки поведінки мереж
СБ Миськів - 2024 - ela.kpi.ua
Анотація Структура та обсяг дисертації. Магістерська робота включає в себе вступ, 5
розділів, висновок, 2 додатки та список літератури з 21 пункту. Робота містить 36 …
розділів, висновок, 2 додатки та список літератури з 21 пункту. Робота містить 36 …
Classification of emerging protocols in the presence of asymmetric routing
M Crotti, F Gringoli, L Salgarelli - The Internet of Things: 20 th Tyrrhenian …, 2010 - Springer
The growing communication needs of “things,” such as sensors, automated controllers, etc.,
are rapidly showing their impact on the Internet. On one hand, the nature of the traffic that …
are rapidly showing their impact on the Internet. On one hand, the nature of the traffic that …
Dynamic Subscription-based QoS Service for Traffic Optimization
E Piri, M Uitto, J Prokkola… - 2011 IEEE Vehicular …, 2011 - ieeexplore.ieee.org
Real-time Internet services such as video transmission and online gaming often require
privileged treatment in the Internet routers and wireless links in order to meet their real-time …
privileged treatment in the Internet routers and wireless links in order to meet their real-time …